In [324]:
import numpy as np

#Creamos los arrays con los valores de Ltot y Rtot sobre los cuales vamos a obtener su error

lums = np.arange(22.375, 22.396, 0.001)
rads = np.arange(10.975, 10.99, 0.001)
error_mat = []

#Evaluamos el codigo original

for Rtot in rads:
    for Ltot in lums:
        
        %run Codigo_auxiliar.ipynb
        
        error_mat.append(Err_rel_total)
        
        print(Ltot, Rtot, Tcentral, Err_rel_total)

error_mat = np.array(error_mat).reshape(len(rads), len(lums))
error_mat
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.311 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.31138247078542486
22.375 10.975 1.76 0.31138247078542486
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.310 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.31025833181983237
22.376 10.975 1.76 0.31025833181983237
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.309 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.3092600661473075
22.377 10.975 1.76 0.3092600661473075
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.308 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.30838887012674593
22.378 10.975 1.76 0.30838887012674593
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.308 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.30764579720494817
22.379 10.975 1.76 0.30764579720494817
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.307 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.3070317515125972
22.38 10.975 1.76 0.3070317515125972
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.307 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.3065474822653006
22.381 10.975 1.76 0.3065474822653006
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.306 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.30619357904427297
22.382 10.975 1.76 0.30619357904427297
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.306 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.30597046803032557
22.383 10.975 1.76 0.30597046803032557
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.306 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.3058784092385167
22.384 10.975 1.76 0.3058784092385167
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.306 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.30591749480124275
22.385 10.975 1.76 0.30591749480124275
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.306 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.30608764831996854
22.386 10.975 1.76 0.30608764831996854
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.306 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.30638862530249206
22.387 10.975 1.76 0.30638862530249206
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.307 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.3068200146684942
22.388 10.975 1.76 0.3068200146684942
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.307 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.30738124131281835
22.389 10.975 1.76 0.30738124131281835
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.308 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.30807156968042915
22.39 10.975 1.76 0.30807156968042915
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.309 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.30889010830615343
22.391 10.975 1.76 0.30889010830615343
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.310 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.30983581524943266
22.392 10.975 1.76 0.30983581524943266
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.311 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.3109075043545153
22.393 10.975 1.76 0.3109075043545153
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.312 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.3121038522400154
22.394 10.975 1.76 0.3121038522400154
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.313 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.313423405936655
22.395 10.975 1.76 0.313423405936655
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.315 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.31486459106222575
22.396 10.975 1.76 0.31486459106222575
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.298 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.29799342920180855
22.375 10.976 1.76 0.29799342920180855
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.297 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.2968542955675111
22.376 10.976 1.76 0.2968542955675111
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.296 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.29584658544451486
22.377 10.976 1.76 0.29584658544451486
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.295 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.29497161859506454
22.378 10.976 1.76 0.29497161859506454
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.294 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.29423055200771636
22.379 10.976 1.76 0.29423055200771636
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.294 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.29362437222159576
22.38 10.976 1.76 0.29362437222159576
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.293 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.29315388865434816
22.381 10.976 1.76 0.29315388865434816
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.293 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.29281972803062056
22.382 10.976 1.76 0.29281972803062056
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.293 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.2926223299998827
22.383 10.976 1.76 0.2926223299998827
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.293 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.2925619440214171
22.384 10.976 1.76 0.2925619440214171
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.293 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.29263862755455816
22.385 10.976 1.76 0.29263862755455816
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.293 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.29285224559234097
22.386 10.976 1.76 0.29285224559234097
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.293 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.2932024715431143
22.387 10.976 1.76 0.2932024715431143
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.294 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.29368878944913657
22.388 10.976 1.76 0.29368878944913657
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.294 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.2943104974996843
22.389 10.976 1.76 0.2943104974996843
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.295 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.2950667127893795
22.39 10.976 1.76 0.2950667127893795
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.296 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.2959563772452405
22.391 10.976 1.76 0.2959563772452405
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.297 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.2969782646253106
22.392 10.976 1.76 0.2969782646253106
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.298 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.2981309884885319
22.393 10.976 1.76 0.2981309884885319
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.299 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.29941301101498424
22.394 10.976 1.76 0.29941301101498424
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.301 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.30082265255262597
22.395 10.976 1.76 0.30082265255262597
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.302 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.30235810175580924
22.396 10.976 1.76 0.30235810175580924
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.286 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.2861628541958162
22.375 10.977 1.76 0.2861628541958162
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.285 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.2850133557683266
22.376 10.977 1.76 0.2850133557683266
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.284 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.28400063537260084
22.377 10.977 1.76 0.28400063537260084
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.283 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.2831261324315885
22.378 10.977 1.76 0.2831261324315885
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.282 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.2823911026540796
22.379 10.977 1.76 0.2823911026540796
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.282 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.2817966090003579
22.38 10.977 1.76 0.2817966090003579
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.281 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.281343513879141
22.381 10.977 1.76 0.281343513879141
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.281 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.28103247270240433
22.382 10.977 1.76 0.28103247270240433
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.281 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.2808639289127766
22.383 10.977 1.76 0.2808639289127766
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.281 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.28083811056202207
22.384 10.977 1.76 0.28083811056202207
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.281 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.280955028512224
22.385 10.977 1.76 0.280955028512224
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.281 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.2812144762758563
22.386 10.977 1.76 0.2812144762758563
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.282 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.2816160315178885
22.387 10.977 1.76 0.2816160315178885
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.282 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.28215905917141393
22.388 10.977 1.76 0.28215905917141393
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.283 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.28284271613216455
22.389 10.977 1.76 0.28284271613216455
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.284 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.2836659574383052
22.39 10.977 1.76 0.2836659574383052
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.285 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.28462754383398864
22.391 10.977 1.76 0.28462754383398864
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.286 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.28572605059158585
22.392 10.977 1.76 0.28572605059158585
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.287 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.28695987744961077
22.393 10.977 1.76 0.28695987744961077
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.288 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.28832725950349686
22.394 10.977 1.76 0.28832725950349686
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.290 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.28982627889462176
22.395 10.977 1.76 0.28982627889462176
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.291 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.2914548771164335
22.396 10.977 1.76 0.2914548771164335
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.276 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.27608974288701915
22.375 10.978 1.76 0.27608974288701915
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.275 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.27493612055834576
22.376 10.978 1.76 0.27493612055834576
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.274 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.27392422760612134
22.377 10.978 1.76 0.27392422760612134
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.273 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.2730556103530151
22.378 10.978 1.76 0.2730556103530151
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.272 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.27233161034133724
22.379 10.978 1.76 0.27233161034133724
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.272 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.2717533539571541
22.38 10.978 1.76 0.2717533539571541
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.271 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.27132174353738675
22.381 10.978 1.76 0.27132174353738675
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.271 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.27103745011751806
22.382 10.978 1.76 0.27103745011751806
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.271 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.27090090794930743
22.383 10.978 1.76 0.27090090794930743
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.271 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.2709123108976586
22.384 10.978 1.76 0.2709123108976586
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.271 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.271071610776129
22.385 10.978 1.76 0.271071610776129
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.271 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.27137851766250987
22.386 10.978 1.76 0.27137851766250987
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.272 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.27183250217967414
22.387 10.978 1.76 0.27183250217967414
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.272 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.2724327997076463
22.388 10.978 1.76 0.2724327997076463
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.273 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.2731784164370983
22.389 10.978 1.76 0.2731784164370983
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.274 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.2740681371675686
22.39 10.978 1.76 0.2740681371675686
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.275 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.2751005346907825
22.391 10.978 1.76 0.2751005346907825
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.276 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.27627398060905545
22.392 10.978 1.76 0.27627398060905545
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.278 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.2775866573916799
22.393 10.978 1.76 0.2775866573916799
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.279 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.27903657147357197
22.394 10.978 1.76 0.27903657147357197
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.281 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.280621567187598
22.395 10.978 1.76 0.280621567187598
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.282 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.2823393413152735
22.396 10.978 1.76 0.2823393413152735
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.268 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.2679709013788269
22.375 10.979 1.76 0.2679709013788269
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.267 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.26682103440983534
22.376 10.979 1.76 0.26682103440983534
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.266 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.2658172048920762
22.377 10.979 1.76 0.2658172048920762
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.265 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.26496104242389945
22.378 10.979 1.76 0.26496104242389945
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.264 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.264253951990237
22.379 10.979 1.76 0.264253951990237
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.264 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.26369710241420163
22.38 10.979 1.76 0.26369710241420163
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.263 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.26329141655040206
22.381 10.979 1.76 0.26329141655040206
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.263 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.2630375633954812
22.382 10.979 1.76 0.2630375633954812
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.263 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.26293595228084815
22.383 10.979 1.76 0.26293595228084815
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.263 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.2629867292530962
22.384 10.979 1.76 0.2629867292530962
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.263 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.26318977572259245
22.385 10.979 1.76 0.26318977572259245
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.264 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.2635447094034612
22.386 10.979 1.76 0.2635447094034612
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.264 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.264050887525332
22.387 10.979 1.76 0.264050887525332
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.265 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.2647074122594417
22.388 10.979 1.76 0.2647074122594417
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.266 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.2655131382421282
22.389 10.979 1.76 0.2655131382421282
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.266 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.26646668205937796
22.39 10.979 1.76 0.26646668205937796
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.268 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.2675664335014448
22.391 10.979 1.76 0.2675664335014448
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.269 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.2688105683850391
22.392 10.979 1.76 0.2688105683850391
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.270 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.27019706271060184
22.393 10.979 1.76 0.27019706271060184
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.272 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.27172370790930006
22.394 10.979 1.76 0.27172370790930006
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.273 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.2733881269245266
22.395 10.979 1.76 0.2733881269245266
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.275 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.27518779088529904
22.396 10.979 1.76 0.27518779088529904
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.262 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.26198659070695945
22.375 10.98 1.76 0.26198659070695945
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.261 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.2608497963374966
22.376 10.98 1.76 0.2608497963374966
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.260 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.2598624524440327
22.377 10.98 1.76 0.2598624524440327
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.259 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.2590262371184686
22.378 10.98 1.76 0.2590262371184686
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.258 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.2583425869115735
22.379 10.98 1.76 0.2583425869115735
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.258 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.25781268446334543
22.38 10.98 1.76 0.25781268446334543
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.257 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.2574374480986636
22.381 10.98 1.76 0.2574374480986636
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.257 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.25721752360674505
22.382 10.98 1.76 0.25721752360674505
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.257 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.2571532783609227
22.383 10.98 1.76 0.2571532783609227
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.257 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.25724479791275645
22.384 10.98 1.76 0.25724479791275645
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.257 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.25749188512092125
22.385 10.98 1.76 0.25749188512092125
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.258 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.25789406184411173
22.386 10.98 1.76 0.25789406184411173
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.258 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.2584505731539316
22.387 10.98 1.76 0.2584505731539316
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.259 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.2591603939847578
22.388 10.98 1.76 0.2591603939847578
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.260 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.2600222380845998
22.389 10.98 1.76 0.2600222380845998
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.261 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.2610345690815219
22.39 10.98 1.76 0.2610345690815219
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.262 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.26219561345060205
22.391 10.98 1.76 0.26219561345060205
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.264 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.26350337512954325
22.392 10.98 1.76 0.26350337512954325
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.265 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.2649556515155277
22.393 10.98 1.76 0.2649556515155277
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.267 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.2665500505556097
22.394 10.98 1.76 0.2665500505556097
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.268 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.26828400864376634
22.395 10.98 1.76 0.26828400864376634
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.270 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.2701548090411835
22.396 10.98 1.76 0.2701548090411835
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.258 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.2582837165282249
22.375 10.981 1.76 0.2582837165282249
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.257 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.2571702725220146
22.376 10.981 1.76 0.2571702725220146
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.256 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.25620856573416345
22.377 10.981 1.76 0.25620856573416345
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.255 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.2554002789175275
22.378 10.981 1.76 0.2554002789175275
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.255 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.2547468410161943
22.379 10.981 1.76 0.2547468410161943
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.254 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.25424941447446436
22.38 10.981 1.76 0.25424941447446436
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.254 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.2539088846996675
22.381 10.981 1.76 0.2539088846996675
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.254 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.253725851889304
22.382 10.981 1.76 0.253725851889304
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.254 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.2537006254024757
22.383 10.981 1.76 0.2537006254024757
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.254 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.2538332207930938
22.384 10.981 1.76 0.2538332207930938
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.254 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.2541233595649453
22.385 10.981 1.76 0.2541233595649453
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.255 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.2545704716632222
22.386 10.981 1.76 0.2545704716632222
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.255 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.255173700639641
22.387 10.981 1.76 0.255173700639641
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.256 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.2559319113904903
22.388 10.981 1.76 0.2559319113904903
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.257 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.25684370029546216
22.389 10.981 1.76 0.25684370029546216
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.258 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.25790740755350616
22.39 10.981 1.76 0.25790740755350616
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.259 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.25912113146695376
22.391 10.981 1.76 0.25912113146695376
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.260 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.260482744394471
22.392 10.981 1.76 0.260482744394471
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.262 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.2619899100692569
22.393 10.981 1.76 0.2619899100692569
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.264 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.2636401019814389
22.394 10.981 1.76 0.2636401019814389
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.265 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.265430622503093
22.395 10.981 1.76 0.265430622503093
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.267 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.26735862245667624
22.396 10.981 1.76 0.26735862245667624
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.257 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.25695941770523467
22.375 10.982 1.76 0.25695941770523467
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.256 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.2558798309856296
22.376 10.982 1.76 0.2558798309856296
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.255 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.2549529693416288
22.377 10.982 1.76 0.2549529693416288
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.254 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.25418047201427807
22.378 10.982 1.76 0.25418047201427807
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.254 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.25356371829218904
22.379 10.982 1.76 0.25356371829218904
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.253 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.2531038151019979
22.38 10.982 1.76 0.2531038151019979
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.253 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.2528015868479879
22.381 10.982 1.76 0.2528015868479879
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.253 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.2526575677143005
22.382 10.982 1.76 0.2526575677143005
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.253 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.2526719965937611
22.383 10.982 1.76 0.2526719965937611
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.253 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.2528448147504185
22.384 10.982 1.76 0.2528448147504185
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.253 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.25317566627477084
22.385 10.982 1.76 0.25317566627477084
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.254 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.2536639013102317
22.386 10.982 1.76 0.2536639013102317
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.254 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.2543085819939489
22.387 10.982 1.76 0.2543085819939489
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.255 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.255108490974913
22.388 10.982 1.76 0.255108490974913
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.256 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.2560621423357017
22.389 10.982 1.76 0.2560621423357017
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.257 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.2571677946856677
22.39 10.982 1.76 0.2571677946856677
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.258 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.25842346616962786
22.391 10.982 1.76 0.25842346616962786
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.260 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.25982695109164167
22.392 10.982 1.76 0.25982695109164167
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.261 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.2613758378504157
22.393 10.982 1.76 0.2613758378504157
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.263 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.26306752786132365
22.394 10.982 1.76 0.26306752786132365
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.265 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.2648992551498124
22.395 10.982 1.76 0.2648992551498124
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.267 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.2668681063071634
22.396 10.982 1.76 0.2668681063071634
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.258 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.2580488186274863
22.375 10.983 1.76 0.2580488186274863
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.257 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.25701295627151655
22.376 10.983 1.76 0.25701295627151655
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.256 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.25612942744950506
22.377 10.983 1.76 0.25612942744950506
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.255 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.25539978178602984
22.378 10.983 1.76 0.25539978178602984
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.255 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.2548253097432475
22.379 10.983 1.76 0.2548253097432475
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.254 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.2544070310740868
22.38 10.983 1.76 0.2544070310740868
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.254 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.2541456855199443
22.381 10.983 1.76 0.2541456855199443
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.254 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.2540417259516225
22.382 10.983 1.76 0.2540417259516225
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.254 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.25409531409625036
22.383 10.983 1.76 0.25409531409625036
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.254 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.25430631893925015
22.384 10.983 1.76 0.25430631893925015
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.255 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.2546743178444477
22.385 10.983 1.76 0.2546743178444477
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.255 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.25519860035912095
22.386 10.983 1.76 0.25519860035912095
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.256 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.2558781746288493
22.387 10.983 1.76 0.2558781746288493
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.257 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.2567117762854579
22.388 10.983 1.76 0.2567117762854579
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.258 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.25769787962175994
22.389 10.983 1.76 0.25769787962175994
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.259 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.25883471082527854
22.39 10.983 1.76 0.25883471082527854
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.260 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.2601202630129397
22.391 10.983 1.76 0.2601202630129397
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.262 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.26155231277418445
22.392 10.983 1.76 0.26155231277418445
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.263 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.2631284379260389
22.393 10.983 1.76 0.2631284379260389
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.265 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.2648460361629748
22.394 10.983 1.76 0.2648460361629748
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.267 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.26670234430277867
22.395 10.983 1.76 0.26670234430277867
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.269 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.268694457826592
22.396 10.983 1.76 0.268694457826592
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.262 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.26152028254015136
22.375 10.984 1.76 0.26152028254015136
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.261 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.2605365488009758
22.376 10.984 1.76 0.2605365488009758
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.260 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.2597034064038827
22.377 10.984 1.76 0.2597034064038827
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.259 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.25902227760125446
22.378 10.984 1.76 0.25902227760125446
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.258 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.25849433312173153
22.379 10.984 1.76 0.25849433312173153
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.258 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.25812048193891385
22.38 10.984 1.76 0.25812048193891385
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.258 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.25790136317860524
22.381 10.984 1.76 0.25790136317860524
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.258 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.2578373403396548
22.382 10.984 1.76 0.2578373403396548
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.258 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.2579284979436037
22.383 10.984 1.76 0.2579284979436037
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.258 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.2581746406777142
22.384 10.984 1.76 0.2581746406777142
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.259 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.25857529506160465
22.385 10.984 1.76 0.25857529506160465
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.259 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.25912971359145404
22.386 10.984 1.76 0.25912971359145404
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.260 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.25983688128531224
22.387 10.984 1.76 0.25983688128531224
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.261 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.26069552448601213
22.388 10.984 1.76 0.26069552448601213
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.262 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.26170412175491986
22.389 10.984 1.76 0.26170412175491986
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.263 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.262860916634296
22.39 10.984 1.76 0.262860916634296
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.264 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.2641639320384122
22.391 10.984 1.76 0.2641639320384122
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.266 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.2656109860066421
22.392 10.984 1.76 0.2656109860066421
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.267 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.26719970854369524
22.393 10.984 1.76 0.26719970854369524
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.269 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.26892755925752276
22.394 10.984 1.76 0.26892755925752276
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.271 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.27079184552214963
22.395 10.984 1.76 0.27079184552214963
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.273 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.27278974089113794
22.396 10.984 1.76 0.27278974089113794
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.267 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.26727957084397036
22.375 10.985 1.76 0.26727957084397036
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.266 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.26635431162773476
22.376 10.985 1.76 0.26635431162773476
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.266 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.26557668305074045
22.377 10.985 1.76 0.26557668305074045
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.265 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.2649479548372421
22.378 10.985 1.76 0.2649479548372421
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.264 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.26446915871516685
22.379 10.985 1.76 0.26446915871516685
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.264 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.26414107975528067
22.38 10.985 1.76 0.26414107975528067
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.264 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.26396424966446047
22.381 10.985 1.76 0.26396424966446047
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.264 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.26393894217213454
22.382 10.985 1.76 0.26393894217213454
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.264 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.26406517059976164
22.383 10.985 1.76 0.26406517059976164
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.264 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.26434268765939845
22.384 10.985 1.76 0.26434268765939845
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.265 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.2647709874883991
22.385 10.985 1.76 0.2647709874883991
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.265 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.2653493098761397
22.386 10.985 1.76 0.2653493098761397
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.266 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.26607664660835983
22.387 10.985 1.76 0.26607664660835983
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.267 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.2669517497923597
22.388 10.985 1.76 0.2669517497923597
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.268 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.26797314201642414
22.389 10.985 1.76 0.26797314201642414
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.269 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.2691391281446763
22.39 10.985 1.76 0.2691391281446763
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.270 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.27044780853907496
22.391 10.985 1.76 0.27044780853907496
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.272 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.27189709347146973
22.392 10.985 1.76 0.27189709347146973
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.273 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.27348471848925043
22.393 10.985 1.76 0.27348471848925043
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.275 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.2752082604838404
22.394 10.985 1.76 0.2752082604838404
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.277 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.2770651542220602
22.395 10.985 1.76 0.2770651542220602
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.279 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.2790527091072658
22.396 10.985 1.76 0.2790527091072658
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.275 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.2751816810774194
22.375 10.986 1.76 0.2751816810774194
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.274 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.274318921090842
22.376 10.986 1.76 0.274318921090842
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.274 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.27359982138978806
22.377 10.986 1.76 0.27359982138978806
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.273 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.27302548782698904
22.378 10.986 1.76 0.27302548782698904
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.273 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.2725968061111807
22.379 10.986 1.76 0.2725968061111807
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.272 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.27231443476765127
22.38 10.986 1.76 0.27231443476765127
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.272 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.2721787998187673
22.381 10.986 1.76 0.2721787998187673
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.272 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.2721900912874794
22.382 10.986 1.76 0.2721900912874794
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.272 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.27234826158446207
22.383 10.986 1.76 0.27234826158446207
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.273 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.2726530258159787
22.384 10.986 1.76 0.2726530258159787
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.273 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.27310386399792297
22.385 10.986 1.76 0.27310386399792297
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.274 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.27370002514432185
22.386 10.986 1.76 0.27370002514432185
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.274 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.27444053314789524
22.387 10.986 1.76 0.27444053314789524
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.275 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.2753241943471724
22.388 10.986 1.76 0.2753241943471724
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.276 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.2763496066479583
22.389 10.986 1.76 0.2763496066479583
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.278 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.27751517003210174
22.39 10.986 1.76 0.27751517003210174
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.279 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.27881909827963175
22.391 10.986 1.76 0.27881909827963175
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.280 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.28025943171163475
22.392 10.986 1.76 0.28025943171163475
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.282 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.2818340507481182
22.393 10.986 1.76 0.2818340507481182
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.284 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.28354069008206545
22.394 10.986 1.76 0.28354069008206545
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.285 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.2853769532638164
22.395 10.986 1.76 0.2853769532638164
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.287 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.28734032749891814
22.396 10.986 1.76 0.28734032749891814
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.285 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.28504711585909265
22.375 10.987 1.76 0.28504711585909265
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.284 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.2842486256205358
22.376 10.987 1.76 0.2842486256205358
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.284 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.28358906367873704
22.377 10.987 1.76 0.28358906367873704
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.283 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.2830693729320407
22.378 10.987 1.76 0.2830693729320407
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.283 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.2826902965299314
22.379 10.987 1.76 0.2826902965299314
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.282 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.2824523723474544
22.38 10.987 1.76 0.2824523723474544
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.282 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.2823559289277837
22.381 10.987 1.76 0.2823559289277837
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.282 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.28240108295498934
22.382 10.987 1.76 0.28240108295498934
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.283 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.2825877383098694
22.383 10.987 1.76 0.2825877383098694
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.283 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.28291558671961753
22.384 10.987 1.76 0.28291558671961753
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.283 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.2833841099940125
22.385 10.987 1.76 0.2833841099940125
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.284 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.2839925838056429
22.386 10.987 1.76 0.2839925838056429
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.285 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.28474008295323877
22.387 10.987 1.76 0.28474008295323877
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.286 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.28562548801629556
22.388 10.987 1.76 0.28562548801629556
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.287 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.28664749329006933
22.389 10.987 1.76 0.28664749329006933
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.288 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.2878046158750791
22.39 10.987 1.76 0.2878046158750791
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.289 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.2890952057717256
22.391 10.987 1.76 0.2890952057717256
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.291 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.29051745683364727
22.392 10.987 1.76 0.29051745683364727
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.292 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.2920694184061807
22.393 10.987 1.76 0.2920694184061807
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.294 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.2937490075012345
22.394 10.987 1.76 0.2937490075012345
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.296 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.29555402133474423
22.395 10.987 1.76 0.29555402133474423
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.297 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.29748215007185913
22.396 10.987 1.76 0.29748215007185913
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.297 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.2966787944696469
22.375 10.988 1.76 0.2966787944696469
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.296 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.2959443997733438
22.376 10.988 1.76 0.2959443997733438
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.295 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.29534369039774794
22.377 10.988 1.76 0.29534369039774794
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.295 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.29487745626644024
22.378 10.988 1.76 0.29487745626644024
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.295 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.2945463088459683
22.379 10.988 1.76 0.2945463088459683
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.294 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.29435067693400924
22.38 10.988 1.76 0.29435067693400924
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.294 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.2942908036620973
22.381 10.988 1.76 0.2942908036620973
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.294 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.2943667447587955
22.382 10.988 1.76 0.2943667447587955
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.295 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.29457836810231547
22.383 10.988 1.76 0.29457836810231547
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.295 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.2949253545715702
22.384 10.988 1.76 0.2949253545715702
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.295 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.29540720017613004
22.385 10.988 1.76 0.29540720017613004
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.296 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.29602321944147897
22.386 10.988 1.76 0.29602321944147897
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.297 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.2967725499854423
22.387 10.988 1.76 0.2967725499854423
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.298 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.2976541582217656
22.388 10.988 1.76 0.2976541582217656
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.299 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.2986668460994892
22.389 10.988 1.76 0.2986668460994892
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.300 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.29980925878163855
22.39 10.988 1.76 0.29980925878163855
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.301 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.30107989314404293
22.391 10.988 1.76 0.30107989314404293
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.302 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.30247710698313723
22.392 10.988 1.76 0.30247710698313723
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.304 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.3039991288003578
22.393 10.988 1.76 0.3039991288003578
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.306 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.3056440680368728
22.394 10.988 1.76 0.3056440680368728
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.307 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.30740992563866243
22.395 10.988 1.76 0.30740992563866243
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.309 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.3092946048150355
22.396 10.988 1.76 0.3092946048150355
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.310 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.3098766562354102
22.375 10.989 1.76 0.3098766562354102
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.309 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.309204670809763
22.376 10.989 1.76 0.309204670809763
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.309 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.30866084292179685
22.377 10.989 1.76 0.30866084292179685
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.308 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.30824582497890424
22.378 10.989 1.76 0.30824582497890424
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.308 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.3079601118254833
22.379 10.989 1.76 0.3079601118254833
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.308 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.30780403760534086
22.38 10.989 1.76 0.30780403760534086
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.308 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.30777777361216047
22.381 10.989 1.76 0.30777777361216047
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.308 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.30788132715464994
22.382 10.989 1.76 0.30788132715464994
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.308 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.3081145414566079
22.383 10.989 1.76 0.3081145414566079
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.308 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.308477096591003
22.384 10.989 1.76 0.308477096591003
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.309 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.30896851143529724
22.385 10.989 1.76 0.30896851143529724
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.310 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.30958814662192957
22.386 10.989 1.76 0.30958814662192957
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.310 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.31033520843524115
22.387 10.989 1.76 0.31033520843524115
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.311 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.3112087536093364
22.388 10.989 1.76 0.3112087536093364
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.312 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.3122076949481391
22.389 10.989 1.76 0.3122076949481391
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.313 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.3133308076995636
22.39 10.989 1.76 0.3133308076995636
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.315 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.31457673659590807
22.391 10.989 1.76 0.31457673659590807
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.316 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.31594400346918566
22.392 10.989 1.76 0.31594400346918566
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.317 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.3174310153411697
22.393 10.989 1.76 0.3174310153411697
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.319 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.3190360729041999
22.394 10.989 1.76 0.3190360729041999
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.321 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.3207573792778442
22.395 10.989 1.76 0.3207573792778442
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.323 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.322593048961336
22.396 10.989 1.76 0.322593048961336
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.324 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.3244484598290642
22.375 10.99 1.76 0.3244484598290642
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.324 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.3238361365188702
22.376 10.99 1.76 0.3238361365188702
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.323 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.32334634497685083
22.377 10.99 1.76 0.32334634497685083
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.323 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.32297961793793717
22.378 10.99 1.76 0.32297961793793717
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.323 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.32273635019139546
22.379 10.99 1.76 0.32273635019139546
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.323 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.3226167962871831
22.38 10.99 1.76 0.3226167962871831
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.323 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.32262106903337767
22.381 10.99 1.76 0.32262106903337767
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.323 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.3227491388031969
22.382 10.99 1.76 0.3227491388031969
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.323 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.3230008336546571
22.383 10.99 1.76 0.3230008336546571
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.323 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.3233758402716215
22.384 10.99 1.76 0.3233758402716215
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.324 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.3238737057073579
22.385 10.99 1.76 0.3238737057073579
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.324 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.3244938399071571
22.386 10.99 1.76 0.3244938399071571
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.325 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.32523551898136366
22.387 10.99 1.76 0.32523551898136366
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.326 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.3260978891814443
22.388 10.99 1.76 0.3260978891814443
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.327 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.32707997153263507
22.389 10.99 1.76 0.32707997153263507
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.328 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.3281806670632979
22.39 10.99 1.76 0.3281806670632979
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.329 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.32939876256730316
22.391 10.99 1.76 0.32939876256730316
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.331 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.3307329368300475
22.392 10.99 1.76 0.3307329368300475
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.332 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.3321817672526371
22.393 10.99 1.76 0.3321817672526371
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.334 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.33374373679098485
22.394 10.99 1.76 0.33374373679098485
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.335 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.33541724114720056
22.395 10.99 1.76 0.33541724114720056
Probando_optimizacion_temperatura.ipynb:3: RuntimeWarning: invalid value encountered in double_scalars
  {
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
La temperatura central optima es 1.760
y se minimiza el error hasta el 0.337 por ciento
Probando_optimizacion_temperatura.ipynb:13: RuntimeWarning: invalid value encountered in double_scalars
  "import pandas as pd\n",
0.33720059613096276
22.396 10.99 1.76 0.33720059613096276
Out[324]:
array([[ 0.31138247,  0.31025833,  0.30926007,  0.30838887,  0.3076458 ,
         0.30703175,  0.30654748,  0.30619358,  0.30597047,  0.30587841,
         0.30591749,  0.30608765,  0.30638863,  0.30682001,  0.30738124,
         0.30807157,  0.30889011,  0.30983582,  0.3109075 ,  0.31210385,
         0.31342341,  0.31486459],
       [ 0.29799343,  0.2968543 ,  0.29584659,  0.29497162,  0.29423055,
         0.29362437,  0.29315389,  0.29281973,  0.29262233,  0.29256194,
         0.29263863,  0.29285225,  0.29320247,  0.29368879,  0.2943105 ,
         0.29506671,  0.29595638,  0.29697826,  0.29813099,  0.29941301,
         0.30082265,  0.3023581 ],
       [ 0.28616285,  0.28501336,  0.28400064,  0.28312613,  0.2823911 ,
         0.28179661,  0.28134351,  0.28103247,  0.28086393,  0.28083811,
         0.28095503,  0.28121448,  0.28161603,  0.28215906,  0.28284272,
         0.28366596,  0.28462754,  0.28572605,  0.28695988,  0.28832726,
         0.28982628,  0.29145488],
       [ 0.27608974,  0.27493612,  0.27392423,  0.27305561,  0.27233161,
         0.27175335,  0.27132174,  0.27103745,  0.27090091,  0.27091231,
         0.27107161,  0.27137852,  0.2718325 ,  0.2724328 ,  0.27317842,
         0.27406814,  0.27510053,  0.27627398,  0.27758666,  0.27903657,
         0.28062157,  0.28233934],
       [ 0.2679709 ,  0.26682103,  0.2658172 ,  0.26496104,  0.26425395,
         0.2636971 ,  0.26329142,  0.26303756,  0.26293595,  0.26298673,
         0.26318978,  0.26354471,  0.26405089,  0.26470741,  0.26551314,
         0.26646668,  0.26756643,  0.26881057,  0.27019706,  0.27172371,
         0.27338813,  0.27518779],
       [ 0.26198659,  0.2608498 ,  0.25986245,  0.25902624,  0.25834259,
         0.25781268,  0.25743745,  0.25721752,  0.25715328,  0.2572448 ,
         0.25749189,  0.25789406,  0.25845057,  0.25916039,  0.26002224,
         0.26103457,  0.26219561,  0.26350338,  0.26495565,  0.26655005,
         0.26828401,  0.27015481],
       [ 0.25828372,  0.25717027,  0.25620857,  0.25540028,  0.25474684,
         0.25424941,  0.25390888,  0.25372585,  0.25370063,  0.25383322,
         0.25412336,  0.25457047,  0.2551737 ,  0.25593191,  0.2568437 ,
         0.25790741,  0.25912113,  0.26048274,  0.26198991,  0.2636401 ,
         0.26543062,  0.26735862],
       [ 0.25695942,  0.25587983,  0.25495297,  0.25418047,  0.25356372,
         0.25310382,  0.25280159,  0.25265757,  0.252672  ,  0.25284481,
         0.25317567,  0.2536639 ,  0.25430858,  0.25510849,  0.25606214,
         0.25716779,  0.25842347,  0.25982695,  0.26137584,  0.26306753,
         0.26489926,  0.26686811],
       [ 0.25804882,  0.25701296,  0.25612943,  0.25539978,  0.25482531,
         0.25440703,  0.25414569,  0.25404173,  0.25409531,  0.25430632,
         0.25467432,  0.2551986 ,  0.25587817,  0.25671178,  0.25769788,
         0.25883471,  0.26012026,  0.26155231,  0.26312844,  0.26484604,
         0.26670234,  0.26869446],
       [ 0.26152028,  0.26053655,  0.25970341,  0.25902228,  0.25849433,
         0.25812048,  0.25790136,  0.25783734,  0.2579285 ,  0.25817464,
         0.2585753 ,  0.25912971,  0.25983688,  0.26069552,  0.26170412,
         0.26286092,  0.26416393,  0.26561099,  0.26719971,  0.26892756,
         0.27079185,  0.27278974],
       [ 0.26727957,  0.26635431,  0.26557668,  0.26494795,  0.26446916,
         0.26414108,  0.26396425,  0.26393894,  0.26406517,  0.26434269,
         0.26477099,  0.26534931,  0.26607665,  0.26695175,  0.26797314,
         0.26913913,  0.27044781,  0.27189709,  0.27348472,  0.27520826,
         0.27706515,  0.27905271],
       [ 0.27518168,  0.27431892,  0.27359982,  0.27302549,  0.27259681,
         0.27231443,  0.2721788 ,  0.27219009,  0.27234826,  0.27265303,
         0.27310386,  0.27370003,  0.27444053,  0.27532419,  0.27634961,
         0.27751517,  0.2788191 ,  0.28025943,  0.28183405,  0.28354069,
         0.28537695,  0.28734033],
       [ 0.28504712,  0.28424863,  0.28358906,  0.28306937,  0.2826903 ,
         0.28245237,  0.28235593,  0.28240108,  0.28258774,  0.28291559,
         0.28338411,  0.28399258,  0.28474008,  0.28562549,  0.28664749,
         0.28780462,  0.28909521,  0.29051746,  0.29206942,  0.29374901,
         0.29555402,  0.29748215],
       [ 0.29667879,  0.2959444 ,  0.29534369,  0.29487746,  0.29454631,
         0.29435068,  0.2942908 ,  0.29436674,  0.29457837,  0.29492535,
         0.2954072 ,  0.29602322,  0.29677255,  0.29765416,  0.29866685,
         0.29980926,  0.30107989,  0.30247711,  0.30399913,  0.30564407,
         0.30740993,  0.3092946 ],
       [ 0.30987666,  0.30920467,  0.30866084,  0.30824582,  0.30796011,
         0.30780404,  0.30777777,  0.30788133,  0.30811454,  0.3084771 ,
         0.30896851,  0.30958815,  0.31033521,  0.31120875,  0.31220769,
         0.31333081,  0.31457674,  0.315944  ,  0.31743102,  0.31903607,
         0.32075738,  0.32259305],
       [ 0.32444846,  0.32383614,  0.32334634,  0.32297962,  0.32273635,
         0.3226168 ,  0.32262107,  0.32274914,  0.32300083,  0.32337584,
         0.32387371,  0.32449384,  0.32523552,  0.32609789,  0.32707997,
         0.32818067,  0.32939876,  0.33073294,  0.33218177,  0.33374374,
         0.33541724,  0.3372006 ]])
In [325]:
lums = np.arange(22.375, 22.396, 0.001)
rads = np.arange(10.975, 10.99, 0.001)
In [326]:
lums = lums.round(1)
rads = rads.round(1)
In [327]:
lums = np.array(lums).tolist()
rads = np.array(rads).tolist()
type(error_mat)
Out[327]:
numpy.ndarray
In [328]:
import matplotlib.pyplot as plt
import numpy as np
import seaborn as sns

# Display matrix

font = {'family': 'serif',
        'color':  'black',
        'weight': 'normal',
        'size': 18,
        }

sns.set()

plt.figure(figsize=(40,21))
resultado = sns.heatmap(error_mat, cmap = 'hot', linewidths= 0.01, square=True)
#resultado = sns.heatmap(error_mat, cmap = 'coolwarm', annot = error_mat, linewidths= 0.5)

resultado.set_xticks(np.arange(len(lums)))
resultado.set_yticks(np.arange(len(rads)))

resultado.set_xticklabels(lums, fontdict=font)
resultado.set_yticklabels(rads, fontdict=font)

plt.title('Estudio del error relativo total', fontsize=40 )
plt.xlabel('luminosidad total ($L_{tot}$)', fontsize=35)
plt.ylabel('radio total ($R_{tot}$)', fontsize=35)

plt.savefig('mapacalorgrande.png')
plt.show(resultado)
In [329]:
error_minimo = error_mat.min()
error_minimo
Out[329]:
0.25265756771430048
In [330]:
np.save('error_mat', error_mat)

Plot formatting ...

In [331]:
import numpy as np
import matplotlib as mpl
import matplotlib.pyplot as plt
%matplotlib inline
In [332]:
lums = np.arange(22.375, 22.396, 0.001).round(3)
rads = np.arange(10.975, 10.99, 0.001).round(3)
print(lums)
print(rads)
[ 22.375  22.376  22.377  22.378  22.379  22.38   22.381  22.382  22.383
  22.384  22.385  22.386  22.387  22.388  22.389  22.39   22.391  22.392
  22.393  22.394  22.395  22.396]
[ 10.975  10.976  10.977  10.978  10.979  10.98   10.981  10.982  10.983
  10.984  10.985  10.986  10.987  10.988  10.989  10.99 ]
In [333]:
import matplotlib.gridspec as gridspec
import matplotlib.ticker as ticker
from matplotlib.colors import LogNorm
plt.rcParams["font.family"] = "Times New Roman"
In [334]:
im = plt.imshow(error_mat, cmap='nipy_spectral');
In [335]:
import seaborn as sns

fig = plt.figure(figsize=(20,8))
ax = sns.heatmap(error_mat, cmap = 'nipy_spectral', linewidths= 0.01, cbar=False, square=True);

ax.set_xlabel('\nluminosidad total (L$_{tot}$)', fontsize=24);
ax.set_ylabel('radio total (R$_{tot}$)\n', fontsize=24);

lum_label = [];
for i in np.arange(0, len(lums), 1):
    if i%2 == 0:
        lum_label.append(lums[i])
    else:
        lum_label.append(' ');
        
rad_label = [];
for i in np.arange(0, len(rads), 1):
    if i%2 == 0:
        rad_label.append(rads[i])
    else:
        rad_label.append(' ');
    
ax.set_xticklabels(lum_label);
ax.set_yticklabels(rad_label);
ax.tick_params(labelsize = 18, axis = 'x', which = 'major', pad=10, direction='inout', length = 6, width = 1);
ax.tick_params(labelsize = 18, axis = 'y', which = 'major', pad=10, direction='inout', length = 6, width = 1);
    
plt.title('Estudio del error relativo total\n', fontsize=32);
plt.xticks(fontsize=18, rotation=0);
plt.yticks(fontsize=18, rotation=0);

from mpl_toolkits.axes_grid1 import make_axes_locatable
color_code = np.array([]);
divider = make_axes_locatable(ax);
cax = divider.append_axes('right', size='3%', pad=0.1);
cb = fig.colorbar(im, cax=cax);
#cb.set_label('relative error', fontsize=16, rotation=-90);
cb.solids.set_edgecolor('face');
cax.tick_params(labelsize=14, axis='y', which='major', pad=10, direction='inout', length=4, width=1);

#ax.annotate('Error mínimo', fontsize = 20,
            #xy=(4,13), xycoords='data',
            #xytext=(-180, -260), textcoords='offset points',
            #arrowprops=dict(arrowstyle="->"));


fig.tight_layout();
fig.savefig('rel_error_heatmap.png', bbox_inches='tight');
plt.show();
In [342]:
print(error_minimo)
print(lums[7])
print(rads[7])
error_mat[7,7]
0.252657567714
22.382
10.982
Out[342]:
0.25265756771430048